Light Field Super-Resolution on STFgantry 7x7 SAIs (test)
32.96PSNRSkimLFSR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SkimLFSRTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x72024.07 | 32.96 | 0.9631 | |
| SkimLFSR (b)Training Protocol=Ablation Study (7x7), Angular Resolution=7x72024.07 | 32.85 | 0.9628 | |
| SkimLFSR (a)Training Protocol=Ablation Study (7x7), Angular Resolution=7x72024.07 | 32.81 | 0.9625 | |
| SkimLFSR (c)Training Protocol=Ablation Study (7x7), Angular Resolution=7x72024.07 | 32.81 | 0.9626 | |
| SkimLFSR (e)Training Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 32.73 | 0.961 | |
| SkimLFSR (d)Training Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 32.71 | 0.961 | |
| M2MT-NetTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x72024.07 | 32.68 | 0.9606 | |
| SkimLFSR (f)Training Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 32.66 | 0.9602 | |
| LF-DETTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x72024.07 | 32.57 | 0.9604 | |
| EPITTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 32.4 | 0.9585 | |
| LF-DETTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 32.14 | 0.9567 | |
| LFMambaTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 31.55 | 0.9535 | |
| LFTTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 29.54 | 0.922 |